IMPROVED MULTI-AGENT SYSTEM FLOW DOCUMENTATION

This document outlines the enhanced flow for the calendar multi-agent system

📋 ENHANCED MULTI-AGENT FLOW STRUCTURE

🎯 ORCHESTRATOR AGENT (Entry Point)

📥 User Input → 🎯 Orchestrator Agent
    ├── 1. Get Current Time Context
    ├── 2. Classify Intent  
    ├── 3. Route to Specialist Agent
    └── 4. Return Final Result

📅 ENHANCED SCHEDULER AGENT FLOW

User: "Schedule meeting tomorrow at 2 PM"

1. 🕒 GET TIME CONTEXT
   ├── GetCurrentTime() → Current: 2025-07-25 12:45 PM
   └── GetDateRange("tomorrow") → 2025-07-26 00:00 to 23:59

2. 📝 PARSE SCHEDULE REQUEST  
   ├── Extract: title, datetime, duration, priority
   └── Convert "tomorrow 2 PM" → "2025-07-26T14:00:00+05:30"

3. 🔍 CHECK AVAILABILITY
   ├── GetFilteredCalendarEvents(2025-07-26 date range)
   └── Detect conflicts at requested time

4. ⚖️ RESOLVE CONFLICTS (if any)
   ├── High priority: Move existing events
   ├── Low priority: Find alternative slots
   └── No conflicts: Proceed with original time

5. ✅ CREATE EVENT
   ├── CreateCalendarEvent with resolved time
   └── Return success with event details

🔄 ENHANCED RESCHEDULE AGENT FLOW

User: "Move today's 3 PM meeting to tomorrow"

1. 🕒 GET TIME CONTEXT
   ├── GetCurrentTime() → Current: 2025-07-25
   ├── GetDateRange("today") → 2025-07-25 range
   └── GetDateRange("tomorrow") → 2025-07-26 range

2. 🔍 IDENTIFY TARGET EVENT
   ├── GetFilteredCalendarEvents(today's range)
   ├── Find event at 3 PM today
   └── Extract event_id

3. 📅 FIND NEW SLOT
   ├── GetFilteredCalendarEvents(tomorrow's range)
   ├── Find free slots for tomorrow
   └── Select best available time

4. 🔄 RESCHEDULE EVENT
   ├── RescheduleCalendarEvent(event_id, new_time)
   └── Return success confirmation

📊 ENHANCED ANALYZER AGENT FLOW

User: "Show me my events for this week"

1. 🕒 GET TIME CONTEXT
   ├── GetCurrentTime() → Current: 2025-07-25
   └── GetDateRange("this_week") → 2025-07-21 to 2025-07-27

2. 📊 RETRIEVE FILTERED EVENTS
   ├── GetFilteredCalendarEvents(week range)
   └── Filter events by date range

3. 📈 ANALYZE & FORMAT
   ├── Group events by day
   ├── Identify patterns/conflicts
   ├── Calculate free time
   └── Format user-friendly response

4. 📤 RETURN ANALYSIS
   └── Formatted calendar view with insights

🛠️ KEY IMPROVEMENTS NEEDED

1. TIME-AWARE ORCHESTRATOR

def enhanced_orchestrator(state):
    # ALWAYS get time context first
    current_time = get_current_time_tool.func()
    
    # Classify with time awareness
    intent = classify_intent_with_time_context(state.user_input, current_time)
    
    # Route to specialist with time context
    return route_with_time_context(state, intent, current_time)

2. ENHANCED SCHEDULER AGENT

def enhanced_scheduler_flow(state):
    # Step 1: Time Context
    time_context = get_current_time_tool.func()
    
    # Step 2: Parse with time awareness  
    parsed = parse_with_time_context(state.user_input, time_context)
    
    # Step 3: Get relevant events only
    if parsed.get("target_date"):
        events = get_filtered_calendar_events_tool.func({
            "start_date": parsed["target_date"] + "T00:00:00+05:30",
            "end_date": parsed["target_date"] + "T23:59:59+05:30"
        })
    
    # Step 4: Smart conflict resolution
    # Step 5: Create event

3. ENHANCED ANALYZER AGENT

def enhanced_analyzer_flow(state):
    # Step 1: Extract time expression
    time_expr = extract_time_expression(state.user_input)
    
    # Step 2: Get date range
    date_range = get_date_range_tool.func({"time_expression": time_expr})
    
    # Step 3: Get filtered events
    events = get_filtered_calendar_events_tool.func({
        "start_date": date_range["start_date"],
        "end_date": date_range["end_date"]
    })
    
    # Step 4: Analyze and format
    return format_calendar_analysis(events, time_expr)

🎯 IMPLEMENTATION PRIORITY

HIGH PRIORITY:

1. ✅ Add time tools to multi-agent system (DONE)
2. 🔧 Update Analyzer Agent to use filtered events
3. 🔧 Fix Scheduler Agent to use time context
4. 🔧 Enhance Orchestrator with time awareness

MEDIUM PRIORITY:

1. 🔧 Improve Reschedule Agent flow
2. 🔧 Add better conflict resolution
3. 🔧 Add session persistence

LOW PRIORITY:

1. 🔧 Add calendar insights/analytics
2. 🔧 Add natural language improvements
3. 🔧 Add multi-user support

📝 SAMPLE CONVERSATIONS

Enhanced Flow Example:

User: "What meetings do I have today?"

🎯 Orchestrator:
- GetCurrentTime() → July 25, 2025
- Classify: "analyze" intent
- Route to: Analyzer Agent

📊 Analyzer Agent:
- GetDateRange("today") → 2025-07-25 range
- GetFilteredCalendarEvents(today's range) → 2 events
- Format response: "You have 2 events today..."

✅ Result: Shows only TODAY's events (not old 2024 events)

This enhanced flow ensures:

• ✅ Proper time awareness
• ✅ Accurate date filtering
• ✅ Better user experience
• ✅ No confusion with old events
• ✅ Consistent behavior across all agents